Blog, YouTube & Content Monetization

Welcome to AI Decoded, Fast Company’s weekly newsletter that breaks down the most important news in the world of AI. You can sign up to receive this newsletter every week via email here. Are the biggest AI labs betting on the wrong horse? Big AI companies are betting nearly all of their R&D and capital expenditure on the idea that pre-trained transformer models can deliver AI with human-level general intelligence. This approach relies heavily on backpropagation, the standard algorithm used to train deep neural networks. Ben Goertzel, who coined the term “AGI” with his 2005 book Artificial General Intelligence (co-written with DeepMind founder Shane Legg), is skeptic…

In a previous piece, I argued that large language models are not enterprise architecture. The response was clear: that argument is hard to dismiss. The harder question is what comes next: “if not this, then what?” It’s the right question. Because the problem was never that AI doesn’t work. It clearly does. The problem is that we tried to place it in the wrong layer. We didn’t fail at AI. We failed at where we put it. Over the last two years, companies have invested tens of billions into generative AI. The result is not ambiguity. It’s clarity. A growing body of research, including a widely cited MIT study, shows that around 95% of enterprise generative…

Want more housing market stories from Lance Lambert’s ResiClub in your inbox? Subscribe to the ResiClub newsletter. During the Pandemic Housing Boom, many publicly traded homebuilders achieved record profit margins as home prices soared and homebuyer demand ran red hot. Once the national housing demand boom fizzled out in the summer of 2022, many large homebuilders compressed their margins in order to do affordability adjustments where and when needed to maintain their sales pace. That includes giant homebuilder PulteGroup, which reported on Thursday that it compressed its Q1 2026 gross margin to 24.4%, compared with 27.5% in Q1 2025 and 24.7% in Q4 2025. While th…

McDonald’s’ latest menu drop is making a Mormon treat mainstream. On Tuesday, April 28, McDonald’s officially announced six new beverages coming to its menu on May 6. That includes three “crafted sodas”—Sprite Berry Blast, Orange Dream, and Dirty Dr Pepper—which combine sodas with flavored syrups and cold foam. The drinks make McDonald’s the latest franchise to embrace the concept of “dirty soda,” or soda with mixed-in flavors and creams. But dirty soda is more than just a viral food trend: It’s a cultural mainstay of Mormon communities, which have embraced the concept since it first rose to prominence in Utah, where 42% of the adult population identifies as Morm…

Ask any C-suite leader if AI is a priority in their organization. The answer is yes. The numbers back it up. Menlo Ventures reports that companies spent $37 billion in 2025 on AI. But spending does not guarantee success, and many companies are now coming out of major rollouts with little to show for it. Adoption is low, productivity hasn’t increased, and ROI is still an idea on a slide because organizations handed AI to their IT team like it was new software to install and called it a rollout. Deploying AI is a workforce strategy that demands behavior change and a new operating model. It’s not a technology rollout. It’s a workforce and culture transformation. …

When browsing social media it is sometimes hard to discern reality from AI. Is a video of bunnies jumping on a trampoline at night real-life? Probably not. But while some of us are stuck trying to figure out the authenticity of visual content, Spotify is jumping ahead to help users know if who they are listening to is actually human. The streaming giant’s newest feature, Verified by Spotify, gives artists who have been reviewed by Spotify a mint-green check beside their profile. The company evaluates robust criteria to determine a profile’s authenticity and trust, including data related to listener activity, engagement over time, and an identifiable artist presence in…

Chipotle has been tweaking its recipe to lure diners back, and in the first quarter of the year it appears to be working. The build-your-own burrito chain posted higher sales in its new quarterly earnings report, showing some signs of life after a record rough year. Chipotle reported that sales across established stores perked up by .5%, besting a predicted 1% decline. In the first three months of the year, the chain reported $302.8 million in net income, down from $386.6 million in the first quarter of 2025 – a period prior to its recent struggles. Cost of living stress tied to high prices – and now the war in Iran – continues to steer price-conscious consumers away fr…

It’s no secret that artificial intelligence has penetrated every aspect of the hiring process—even the elements that should necessitate a human touch, like conducting interviews. The vast majority of companies already rely on AI to sift through applications and resumes, but many of them are now also using it for screening calls and initial interviews. The AI interview has grown so ubiquitous, in fact, that a new report from the hiring platform Greenhouse found that nearly two-thirds of job seekers have been interviewed by AI during the hiring process—an increase of 13 percentage points from just six months ago. But that doesn’t mean they are happy about it. In a…

Emma Grede is the powerhouse entrepreneur behind size-inclusive fashion brand Good American and shapewear line Skims—some of the Kardashian family’s most successful business ventures. (Grede co-founded the brands with Khloé and Kim, respectively.) In a recent Bloomberg podcast, Grede shared her staunch take on the pitfalls of remote work. “Working from home is career suicide,” Grede said. “We only talk about the upside of working from home.” Not only does she believe the workplace perk is “career suicide,” but she sees the damage of remote work having wider, lasting societal implications. “Think about what’s happening in the world,” Grede said. “Declining bir…

Chipotle Mexican Grill needed to do something. In February, the fast-casual restaurant brand reported that traffic to its restaurants fell for the fourth straight quarter to end 2025, and it was projecting flat same-store sales growth for 2026. At that point, the company’s stock had dipped by about 33% over the last year. The brand needed a boost, and it just made a major move to get it. Chipotle named award-winning marketer Fernando Machado as its new chief brand officer. Machado’s last CMO role was with plant-based food company NotCo, which he joined in 2023 after two years as CMO at Activision Blizzard. But he’s best known for his epic run of success—and indu…

AI experiments are usually simple to launch and often produce promising results in controlled settings. But translating those successes into scaled, enterprise-wide impact can be much harder. As Chair and CEO of Deloitte Consulting LLP, I have counseled many senior leaders on AI implementation, and this has become a recurring theme in my conversations with clients. Many of them turn to us to help them move beyond what I’d call “pilot fatigue.” Our latest State of AI in the Enterprise research points to the same trend: companies are launching numerous pilots but are scaling fewer than 30% of them. The pace of AI innovation is extraordinary. New models, tools, and…

“When are you looking to retire?” It may seem like a harmless question for a boss to pose to an employee, but for older workers, it can come with a coded message—it’s time for you to end your career. “There could be insinuations, like, ‘What are you looking to do after this?’ Or, ‘how long do you anticipate being here?’” says New York-based employment lawyer Mahir Nasir, who’s had multiple older clients come to him with scenarios of getting nudged towards retirement. He’s seen this play out in various ways. For instance, say an employee’s been working at a bank for 20 years, during which they’ve established strong relationships in the specific territory they…

A few times every month, I push and force my brain to come up with new ideas. The process is counterintuitive. I become bored on purpose. I believe an idle mind connects better dots. I feel guilty every time. But I push through it. I’m supposed to be working. I have a to-do list and emails to respond to. And I deliberately allow my mind to do nothing. This idea is a hard sell right now. People swear by all sorts of productivity frameworks. We’ve built entire work cultures around the idea that idle time is wasted time. So we fill every moment with work or content. With something. Anything to avoid the discomfort of just being. History’s great minds understood the …

It’s understandable that following the announcement that John Ternus will succeed Tim Cook as Apple CEO, people will pore over his résumé for signs of how the company might change. Cook was famously an operations and logistics wizard, handpicked by Steve Jobs to manage Apple with his trademark efficiency. But his successor is more of a mystery. Ternus has been a senior vice president of hardware engineering at Apple for five years, and a VP since 2013, but beyond that he hasn’t been credited with steering the company in a particular direction. All anyone can really say for now is that Apple will be led by someone who is strongly experienced in hardware, which sounds …

There’s an idea in AI called “liquid content.” It typically refers to the idea of morphing the facts, ideas, and expressions from one medium to another. The most well-known example is a feature within Google’s NotebookLM: Once you’ve filled a folder with various kinds of data, it can whip up a podcast about that data, enlisting a couple of cheery AI-generated voices to give you an overview, analysis, or debate. Taken to its logical extreme, liquid content suggests a future for media companies where what you create is repurposed across any and all formats. Making a podcast? With the right tools and prompting, in mere minutes, it can be reimagined as a series of clips, a f…

50% of the global population is ageist against older people, according to the World Health Organization. As the Managing Director of a recruitment company, I know this is true. Spend enough time listening in on hiring conversations, and a curious pattern emerges. When companies talk of innovation, adaptability, and fresh thinking, they often imagine a young, agile, fast-moving team with the latest technologies at their fingertips. So, we see hiring decisions that favor younger or mid-career employees, under the assumption that younger employees are naturally more creative, more technologically fluent, or better suited to fast-moving industries. There’s also the idea tha…

Alison Rand is a strategist, author, and design leader working at the intersection of design strategy, organizational structure, and operations. A former developer who helped build early UX practices at agencies like Huge and Hot Studio, she now consults with organizations to untangle complexity—how people work, how decisions travel, and how culture is shaped through structure. She is pursuing a master’s degree in Strategic Foresight at the University of Houston, co-founded Forty Fifty, a social health platform for women navigating midlife, and is the author of Sentido with MIT Press. In her interview with Doreen Lorenzo, Alison explores what it means to lead creative…

Given the rhetoric coming from today’s military leaders, you’d be right to think climate change and sustainability has been tossed aside. The nation’s 2025 National Security Strategy labeled climate change a “disastrous” ideology. “The Defense Department is not in the business of climate change, solving the global thermostat. We’re in the business of deterring and winning wars,” said Secretary of Defense Pete Hegseth. And yet, there is still progress on sustainability being made; only now, it’s been rebranded as resiliency. At an Army base at Fort Polk in Louisiana, a renovation promises a cleaner, less carbon-intensive future, as well as a better living situation fo…

Tony Soprano was a master of coercion. Through violence, extortion, and bribery, he rose to the top of his industry, crushing competitors and delivering strong margins, despite some unfortunate employee turnover along the way. But even Soprano began to suspect there might be another way. His psychiatrist, Dr. Jennifer Melfi, encouraged him to try a more collaborative approach, to become a better listener, and to engage with subordinates more thoughtfully. Soprano paused, thought about it, and, after considering the implications, asked, “Then how do I get people to do what I want?” That’s the Tony Soprano Problem. And today, every leader feels it. We want to be th…

After a long day in the office, you catch a sight of yourself in the bathroom mirror: Hair, frizzy. Skin, dry. Eyes, puffy. “Office air” has claimed yet another victim. The term, which has recently gone viral on TikTok, puts its finger on a complaint office workers have suffered in silence for years. Coined by content creator Noa Donlan, her videos documenting the phenomenon have recently amassed millions of views across TikTok and Instagram. “I first noticed it as a student, but it became unmistakable once I started working full-time four years ago,” Donlan told People in a recent interview. “I’d leave the house feeling put together, then catch myself in t…

Generative AI has made it possible for individuals to perform tasks that once required entire teams. Today, a single marketer can produce campaign assets, analyze data, and generate content at scale. A product manager can prototype, test, and iterate without relying on engineering; and developers can ship reams of high-quality code written by machines. The result is the rise of the “superpowered individual” who can do the work of many. It’s tempting to extrapolate from this that human collaboration is becoming obsolete. If AI can replicate or augment the cognitive contributions of multiple individuals, why bother with the friction of teamwork at all? In our work w…

Sara Blakely founded the $1.2 billion shapewear and apparel company Spanx with just $5,000 in savings, relying on offbeat marketing methods and a good bit of her own grit. The entrepreneur recently revealed that while working toward her success, she had help: a motivational cassette tape that shaped the way she thought about her future. Blakely spoke about the tape while addressing the graduates at Florida State University’s spring 2026 commencement ceremony. She told the crowd that when she was 16, her father gave her a tape called How to Be a No-Limit Person, by Wayne Dyer, a self-help author, motivational speaker, and licensed therapist with an EdD in counseling who …